PAVI: Plate-Amortized Variational Inference.
Louis RouillardThomas MoreauDemian WassermannPublished in: CoRR (2022)
Keyphrases
- variational inference
- bayesian inference
- topic models
- probabilistic graphical models
- posterior distribution
- gaussian process
- probabilistic model
- latent dirichlet allocation
- variational methods
- mixture model
- worst case
- closed form
- exponential family
- latent variables
- approximate inference
- factor graphs
- graphical models
- generative model
- exact inference
- parameter estimation
- multiscale
- probability distribution
- log likelihood
- text mining
- hyperparameters
- prior information
- particle filter